Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
396077 | Information Sciences | 2008 | 13 Pages |
Abstract
In this paper, we propose a regularized least squares approach based support vector machine for simultaneously approximating a function and its derivatives. The proposed algorithm is simple and fast as no quadratic programming solver needs to be employed. Effectively, only the solution of a structured system of linear equations is needed.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Jayadeva, Reshma Khemchandani, Suresh Chandra,